Table Of Contents

TABLE OF CONTENTS

    Instructions for Users

  1. Home

  2. Learning About Cyclostationarity

    1. Basic Cyclostationarity
    2. Extensions and Generalizations of Cyclostationarity
    3. A Narrative Description of the Full Content of the Original Source of the Nonstochastic Theory of Statistical Spectral Analysis
    4. A Narrative Description of the Full Content of the Original Source of the Nonstochastic Theory of Cyclostationarity and Spectral Correlation Analysis [BK2]
    5. Exploiting Cyclostationarity for Statistical Inference
      1. Optimum Cyclic Filtering
      2. Adaptive Cyclic Filtering
      3. Cyclic System Identification
      4. Cyclic Parameter Estimation
      5. Cyclic Detection
      6. Cyclic Spatial Filtering
      7. Cyclic Direction Finding and Source Location
      8. Cyclic Modulation Classification
      9. Cyclic Causality and Prediction
      10. Cyclic Method of Moments
      11. Analysis of Hidden Periodicities

  3. Ensemble Statistics, Stochastic Processes, and the Fraction-of-Time Probability Alternative

    1. Fraction-of-time Probability for Time-Series that Exhibit Cyclostationarity
    2. Transitioning Away from Stochastic Process Models
    3. Advancing beyond the Need for Signal Models Requiring Unjustified Assumptions
    4. A Perspective from the Past
    5. The Hierarchy of Non-Stochastic Probabilistic Models of Time Series
    6. Published Debate: Stochastic Process vs FOT-Probability Model

  4. Extending the Cyclostationarity Paradigm from Regular to Irregular Cyclicity

    1. A Century of Evolution of Modeling Cycles in Time-Series Data
    2. A Methodology for the Analysis of Irregular Cyclicity
    3. Algorithms for Analysis of Signals with Time-Warped Cyclostationarity

  5. Extensions and Generalizations of Cyclostationarity and Poly-Cyclostationarity

    1. Generally Nonstationary Processes that Exhibit Cyclostationarity
    2. Other Generalizations of Cyclostationarity

  6. A Survey of Fields of Application of the Cyclostationarity Paradigm

  7. Discussion on the Detrimental Influence of Human Nature on Scientific Progress

    1. A Selection of Quotations from Scholars of Science
    2. Scientists’ Revolutionary Predictions Typically Become the Objects of Public Satire
    3. On Heretical Thinkers
    4. Taking the Science Enterprise Up to Warp Speed1, 2, 3
    5. Why the Foundations of Physics have not Progressed for 40 Years
    6. Right-Brain and Left-Brain Activity
    7. The Problem with Mathematics in Science
    8. On Scientific Debate
    9. Reality, Human Conflict, and Science
    10. On Consensus Science

  8. Bibliography on Cyclostationarity

    1. Selective Bibliography of Professor William Gardner’s Contributions to the Subject Cyclostationarity
    2. Selective Bibliography of Professor Antonio Napolitano’s Contributions to the Subject Cyclostationarity
    3. Comprehensive Bibliography of Other’s Contributions to the Subject Cyclostationarity
    4. Comprehensive Bibliography on Contributions to the Subject Fraction-of-Time Probability and Generalized Harmonic Analysis

  9. Seminal Contributions to Basic Theory and Methodology of Cyclostationarity

    1. Seminal Contributions of William A Gardner
    2. Seminal Contributions of Antonio Napolitano
    3. Seminal Contributions of Others

  10. Qualifications of Website Content Manager (WCM)

    1. Biographical Sketch of William A Gardner
    2. Professional Objectives of William A Gardner
    3. Teaching Qualifications of William A Gardner
    4. Professional Biography of William A Gardner from Wikipedia
    5. (Reserved for 2nd WCM)
    6. (Reserved for 3rd WCM)

  11. Contributions to Assorted Topics in Time-Series Analysis and Signal Processing

    1. Optimization of Statistical Performance of Spectral Correlation Analyzers and Spectrum Analyzers
    2. FOT-Probability Theory of Parametric Spectrum Analysis
    3. Bayesian Imaging of RF Sources
      1. Star Ranging by Interplanetary-Baseline Interferometry
      2. Bayesian Theoretical Basis for Source Location and Performance Quantification
    4. A Radically Different Method of Moments
    5. Cyclic Point Processes, Marked and Filtered
    6. Exploiting Spectral Redundancy of Frequency Modulated Signals
    7. A historical Perspective on Nonlinear Systems Identification

  12. Applications of Cyclostationarity to Signals Intelligence

    1. Descriptive Material on SSPI
    2. Key Roles Played by Academic Institutions